Papers by Alafate Abulimiti
How About Kind of Generating Hedges using End-to-End Neural Models? (2023.acl-long)
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| Challenge: | hedging is a strategy for softening the impact of a statement in conversation. |
| Approach: | They propose to fine-tune state-of-the-art language models trained on human-human tutoring data and then use a hedge classifier to select the candidate that best matches the expected hedging strategy. |
| Outcome: | The proposed model is feasible in a noisy environment with reranking, and it is compared with other approaches. |